Pith Number

pith:QQG3CC5M

pith:2020:QQG3CC5MXHJ3NY2L7PTXGQRUI5

not attested not anchored not stored refs pending

Towards Automating the AI Operations Lifecycle

Anupama Murthi, Benjamin Elder, Darrell Reimer, Evelyn Duesterwald, Jeffrey Boston, Jiri Navratil, Matthew Arnold, Michael Desmond

arxiv:2003.12808 v1 · 2020-03-28 · cs.LG · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QQG3CC5MXHJ3NY2L7PTXGQRUI5}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

A Dataset and Toolkit for Multiparameter Cardiovascular Physiology Sensing on Rings

Receipt and verification

First computed	2026-07-05T00:51:10.149045Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

840db10bacb9d3b6e34bfbe7734234475dbc22d20089cc1810abe9fbdabf1d2e

Aliases

arxiv: 2003.12808 · arxiv_version: 2003.12808v1 · doi: 10.48550/arxiv.2003.12808 · pith_short_12: QQG3CC5MXHJ3 · pith_short_16: QQG3CC5MXHJ3NY2L · pith_short_8: QQG3CC5M

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/QQG3CC5MXHJ3NY2L7PTXGQRUI5 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 840db10bacb9d3b6e34bfbe7734234475dbc22d20089cc1810abe9fbdabf1d2e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69baf0595eacde71684aad570f15c31ed78024b81de1c1f8bdb858dc1047232d",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-28T15:09:13Z",
    "title_canon_sha256": "b0e76de038dab734dc214016354c180b8ebbbfdb1a52aaf4bccaddb5f22e838c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.12808",
    "kind": "arxiv",
    "version": 1
  }
}